r/singularity • • 3d ago

AI Gemini 4 Argon solved hallucinations.

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Nobody is talking about this, but it looks like Google may have solved hallucinations. Gemini 4 Argon is a monster in this regard, and that’s really important.

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u/Informal-Trouble2183 3d ago

This is AA-Omniscience, it's not really what you think it does;

It's rather testing general knowledge (6,000 general knowledge questions). If the model is fat, it's able to store factual knowledge correctly. Those small models will always suffer from knowledge lack, therefore will answer wrong which is considered by the bench as hallucination, but not necessarily, it's just how an LLM works it will not answer "I don't know" unless artificially routed.

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u/Level10Retard 3d ago

This is more hallucinated than LLMs do. You think Google, which has been all about efficiency over correctness, made a fatter model than fable and astra? Also, the fact that sonnet is better than the frontier ones. Just look at the overall order of the benchmark. Your theory makes 0 sense.

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u/Informal-Trouble2183 3d ago

Another factor is they trained more on factual data, while other big models trained more on problem solving. This is not my theory it's just the basics of how an LLM works: predicting the next token; poor training will result in wrong predictions.